GEOM-Drugs
PulseAugur coverage of GEOM-Drugs — every cluster mentioning GEOM-Drugs across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New VAE Enhances Molecular Generation by Improving Latent Space Smoothness
Researchers have developed TopVAE, a novel Variational Autoencoder (VAE) designed to improve the smoothness and validity of latent spaces in molecular diffusion models. Unlike previous methods relying on reconstruction …
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New ENBP framework respects SE(3) symmetry for faster AI inference
Researchers have developed Equivariant Neural Belief Propagation (ENBP), a new framework for probabilistic inference that respects SE(3) symmetry. ENBP utilizes equivariant Gaussian mixture models for messages, enabling…
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New GO-Flow model improves 3D molecular conformation generation
Researchers have developed GO-Flow, a novel generative model designed to improve the accuracy of 3D molecular conformation generation. Unlike previous methods that treat molecules as simple point clouds, GO-Flow incorpo…
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New generative model EnFlow aids low-energy molecular structure discovery
Researchers have developed EnFlow, a novel energy-guided generative framework for molecular structure discovery. This approach combines flow-based conformer generation with explicit energy landscape modeling to efficien…
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Energy-based model generates physically consistent molecules
Researchers have developed EBMol, a novel energy-based model for generating physically consistent 3D molecules. This model learns an atom-additive potential without requiring explicit simulations during training, utiliz…
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NEAT transformer generates 3D molecules with state-of-the-art speed and accuracy
Researchers have developed NEAT, a novel autoregressive set transformer designed for 3D molecular generation. Unlike previous methods that rely on sequential atom ordering, NEAT treats molecules as sets and uses a neigh…